Overview

Dataset statistics

Number of variables50
Number of observations166
Missing cells5111
Missing cells (%)61.6%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory65.0 KiB
Average record size in memory400.8 B

Variable types

NUM34
CAT16

Reproduction

Analysis started2020-03-23 00:51:07.962520
Analysis finished2020-03-23 00:55:22.898601
Versionpandas-profiling v2.5.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml
34 is highly correlated with 18 and 14 other fieldsHigh Correlation
18 is highly correlated with 34 and 12 other fieldsHigh Correlation
22 is highly correlated with 34 and 12 other fieldsHigh Correlation
26 is highly correlated with 34 and 12 other fieldsHigh Correlation
27 is highly correlated with 34 and 11 other fieldsHigh Correlation
35 is highly correlated with 0 and 25 other fieldsHigh Correlation
0 is highly correlated with 35 and 11 other fieldsHigh Correlation
3 is highly correlated with 35 and 9 other fieldsHigh Correlation
4 is highly correlated with 35 and 9 other fieldsHigh Correlation
5 is highly correlated with 35 and 10 other fieldsHigh Correlation
11 is highly correlated with 35 and 9 other fieldsHigh Correlation
14 is highly correlated with 35 and 10 other fieldsHigh Correlation
16 is highly correlated with 35 and 9 other fieldsHigh Correlation
17 is highly correlated with 35 and 10 other fieldsHigh Correlation
25 is highly correlated with 35 and 10 other fieldsHigh Correlation
28 is highly correlated with 35 and 9 other fieldsHigh Correlation
29 is highly correlated with 35 and 10 other fieldsHigh Correlation
36 is highly correlated with 3 and 20 other fieldsHigh Correlation
10 is highly correlated with 36 and 8 other fieldsHigh Correlation
37 is highly correlated with 0 and 20 other fieldsHigh Correlation
38 is highly correlated with 0 and 23 other fieldsHigh Correlation
1 is highly correlated with 38 and 9 other fieldsHigh Correlation
2 is highly correlated with 38 and 9 other fieldsHigh Correlation
6 is highly correlated with 38 and 9 other fieldsHigh Correlation
7 is highly correlated with 38 and 9 other fieldsHigh Correlation
19 is highly correlated with 38 and 9 other fieldsHigh Correlation
20 is highly correlated with 38 and 9 other fieldsHigh Correlation
21 is highly correlated with 38 and 9 other fieldsHigh Correlation
23 is highly correlated with 38 and 9 other fieldsHigh Correlation
24 is highly correlated with 38 and 9 other fieldsHigh Correlation
30 is highly correlated with 38 and 9 other fieldsHigh Correlation
31 is highly correlated with 38 and 8 other fieldsHigh Correlation
39 is highly correlated with 0 and 24 other fieldsHigh Correlation
40 is highly correlated with 0 and 46 other fieldsHigh Correlation
8 is highly correlated with 40 and 7 other fieldsHigh Correlation
9 is highly correlated with 40 and 7 other fieldsHigh Correlation
12 is highly correlated with 40 and 7 other fieldsHigh Correlation
13 is highly correlated with 40 and 7 other fieldsHigh Correlation
15 is highly correlated with 40 and 7 other fieldsHigh Correlation
32 is highly correlated with 40 and 7 other fieldsHigh Correlation
33 is highly correlated with 40 and 7 other fieldsHigh Correlation
41 is highly correlated with 0 and 46 other fieldsHigh Correlation
42 is highly correlated with 0 and 46 other fieldsHigh Correlation
43 is highly correlated with 0 and 46 other fieldsHigh Correlation
44 is highly correlated with 0 and 46 other fieldsHigh Correlation
45 is highly correlated with 0 and 46 other fieldsHigh Correlation
46 is highly correlated with 0 and 46 other fieldsHigh Correlation
47 is highly correlated with 0 and 46 other fieldsHigh Correlation
35 is highly correlated with 34 and 4 other fieldsHigh Correlation
34 is highly correlated with 35 and 4 other fieldsHigh Correlation
36 is highly correlated with 34 and 4 other fieldsHigh Correlation
37 is highly correlated with 34 and 4 other fieldsHigh Correlation
38 is highly correlated with 34 and 4 other fieldsHigh Correlation
39 is highly correlated with 34 and 4 other fieldsHigh Correlation
8 has 2 (1.2%) missing values Missing
9 has 6 (3.6%) missing values Missing
10 has 12 (7.2%) missing values Missing
11 has 17 (10.2%) missing values Missing
12 has 33 (19.9%) missing values Missing
13 has 43 (25.9%) missing values Missing
14 has 50 (30.1%) missing values Missing
15 has 63 (38.0%) missing values Missing
16 has 72 (43.4%) missing values Missing
17 has 79 (47.6%) missing values Missing
18 has 88 (53.0%) missing values Missing
19 has 100 (60.2%) missing values Missing
20 has 114 (68.7%) missing values Missing
21 has 115 (69.3%) missing values Missing
22 has 119 (71.7%) missing values Missing
23 has 124 (74.7%) missing values Missing
24 has 132 (79.5%) missing values Missing
25 has 135 (81.3%) missing values Missing
26 has 135 (81.3%) missing values Missing
27 has 139 (83.7%) missing values Missing
28 has 143 (86.1%) missing values Missing
29 has 146 (88.0%) missing values Missing
30 has 149 (89.8%) missing values Missing
31 has 153 (92.2%) missing values Missing
32 has 157 (94.6%) missing values Missing
33 has 158 (95.2%) missing values Missing
34 has 162 (97.6%) missing values Missing
35 has 163 (98.2%) missing values Missing
36 has 163 (98.2%) missing values Missing
37 has 163 (98.2%) missing values Missing
38 has 163 (98.2%) missing values Missing
39 has 163 (98.2%) missing values Missing
40 has 164 (98.8%) missing values Missing
41 has 164 (98.8%) missing values Missing
42 has 164 (98.8%) missing values Missing
43 has 164 (98.8%) missing values Missing
44 has 164 (98.8%) missing values Missing
45 has 164 (98.8%) missing values Missing
46 has 164 (98.8%) missing values Missing
47 has 164 (98.8%) missing values Missing
48 has 165 (99.4%) missing values Missing
49 has 165 (99.4%) missing values Missing

Variables

0
Real number (ℝ)

HIGH CORRELATION
Distinct count165
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.14945781698354976
Minimum-4.455735007142858
Maximum5.797973535714286
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.455735007
5-th percentile-2.64126605
Q1-0.9670746429
median0.04823177857
Q31.190241868
95-th percentile3.360287899
Maximum5.797973536
Range10.25370854
Interquartile range (IQR)2.157316511

Descriptive statistics

Standard deviation1.843159813
Coefficient of variation (CV)12.33230787
Kurtosis0.4148983343
Mean0.149457817
Median Absolute Deviation (MAD)1.39328974
Skewness0.3841531362
Sum24.6605398
Variance3.397238096
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.2574200786 1 0.6%
 
0.5567015643 1 0.6%
 
-1.486132343 1 0.6%
 
-0.5072133429 1 0.6%
 
1.545747257 1 0.6%
 
0.3428733929 1 0.6%
 
1.976129993 1 0.6%
 
-3.393548357 1 0.6%
 
2.9848585 1 0.6%
 
0.2566204857 1 0.6%
 
Other values (155) 155 93.4%
 
ValueCountFrequency (%) 
-4.455735007 1 0.6%
 
-3.681102614 1 0.6%
 
-3.393548357 1 0.6%
 
-3.371735786 1 0.6%
 
-3.270935879 1 0.6%
 
ValueCountFrequency (%) 
5.797973536 1 0.6%
 
5.367798386 1 0.6%
 
4.99154345 1 0.6%
 
4.863586693 1 0.6%
 
3.787772621 1 0.6%
 

1
Real number (ℝ)

HIGH CORRELATION
Distinct count165
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.06535705002987012
Minimum-4.160289121428571
Maximum5.633876285714287
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.160289121
5-th percentile-2.500334583
Q1-1.048882507
median0.04336271429
Q30.8816662
95-th percentile2.830191529
Maximum5.633876286
Range9.794165407
Interquartile range (IQR)1.930548707

Descriptive statistics

Standard deviation1.682294425
Coefficient of variation (CV)25.74006056
Kurtosis0.5665281245
Mean0.06535705003
Median Absolute Deviation (MAD)1.284243697
Skewness0.3878013302
Sum10.78391325
Variance2.830114534
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-2.171227392 1 0.6%
 
0.4213551071 1 0.6%
 
-1.163305057 1 0.6%
 
0.2994525264 1 0.6%
 
0.7664550714 1 0.6%
 
-0.4412305714 1 0.6%
 
0.003877466429 1 0.6%
 
0.6188998407 1 0.6%
 
1.0702518 1 0.6%
 
3.163248393 1 0.6%
 
Other values (155) 155 93.4%
 
ValueCountFrequency (%) 
-4.160289121 1 0.6%
 
-3.483731836 1 0.6%
 
-3.211160593 1 0.6%
 
-3.207138114 1 0.6%
 
-3.057973509 1 0.6%
 
ValueCountFrequency (%) 
5.633876286 1 0.6%
 
4.897674214 1 0.6%
 
4.332181107 1 0.6%
 
3.952161464 1 0.6%
 
3.866118082 1 0.6%
 

2
Real number (ℝ)

HIGH CORRELATION
Distinct count165
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean-0.04310132070779222
Minimum-3.9061022357142856
Maximum4.952624500000001
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.906102236
5-th percentile-2.435838462
Q1-1.050180607
median-0.1352581857
Q30.9057437
95-th percentile2.428840844
Maximum4.9526245
Range8.858726736
Interquartile range (IQR)1.955924307

Descriptive statistics

Standard deviation1.564138585
Coefficient of variation (CV)-36.28980642
Kurtosis0.6872260002
Mean-0.04310132071
Median Absolute Deviation (MAD)1.202981087
Skewness0.4042461672
Sum-7.111717917
Variance2.446529513
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-2.199616764 1 0.6%
 
-2.113524514 1 0.6%
 
-0.05075953143 1 0.6%
 
0.442835555 1 0.6%
 
0.09606470714 1 0.6%
 
4.062684243 1 0.6%
 
0.5860473556 1 0.6%
 
0.7328952871 1 0.6%
 
-0.1780671286 1 0.6%
 
-0.7029997143 1 0.6%
 
Other values (155) 155 93.4%
 
ValueCountFrequency (%) 
-3.906102236 1 0.6%
 
-3.514762907 1 0.6%
 
-3.435720874 1 0.6%
 
-3.011809536 1 0.6%
 
-2.9907515 1 0.6%
 
ValueCountFrequency (%) 
4.9526245 1 0.6%
 
4.541158736 1 0.6%
 
4.062684243 1 0.6%
 
3.83907465 1 0.6%
 
3.789665929 1 0.6%
 

3
Real number (ℝ)

HIGH CORRELATION
Distinct count165
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.058716265470129834
Minimum-3.8298871857142855
Maximum4.015057935642856
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.829887186
5-th percentile-2.386326496
Q1-0.7532494286
median0.02455439286
Q30.8270751214
95-th percentile2.460225114
Maximum4.015057936
Range7.844945121
Interquartile range (IQR)1.58032455

Descriptive statistics

Standard deviation1.412180596
Coefficient of variation (CV)24.05092669
Kurtosis0.5128001195
Mean0.05871626547
Median Absolute Deviation (MAD)1.086203444
Skewness0.2824460901
Sum9.688183803
Variance1.994254036
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.8722014929 1 0.6%
 
-1.451673786 1 0.6%
 
-2.18355195 1 0.6%
 
0.3607193857 1 0.6%
 
-2.420683214 1 0.6%
 
-0.46239375 1 0.6%
 
0.49305695 1 0.6%
 
0.1986531 1 0.6%
 
-0.4451156786 1 0.6%
 
-0.02554349286 1 0.6%
 
Other values (155) 155 93.4%
 
ValueCountFrequency (%) 
-3.829887186 1 0.6%
 
-2.814682807 1 0.6%
 
-2.709112307 1 0.6%
 
-2.694922329 1 0.6%
 
-2.572733 1 0.6%
 
ValueCountFrequency (%) 
4.015057936 1 0.6%
 
4.013937436 1 0.6%
 
3.955873407 1 0.6%
 
3.585719593 1 0.6%
 
3.084596543 1 0.6%
 

4
Real number (ℝ)

HIGH CORRELATION
Distinct count165
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.09957198506017315
Minimum-4.0220789
Maximum5.186252852357143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.0220789
5-th percentile-2.064418541
Q1-1.020210952
median-0.009283621429
Q31.124475357
95-th percentile2.531930555
Maximum5.186252852
Range9.208331752
Interquartile range (IQR)2.14468631

Descriptive statistics

Standard deviation1.518861956
Coefficient of variation (CV)15.25390857
Kurtosis0.9656440499
Mean0.09957198506
Median Absolute Deviation (MAD)1.178932813
Skewness0.3757827747
Sum16.42937753
Variance2.306941642
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.2664443786 1 0.6%
 
1.039073736 1 0.6%
 
1.854285121 1 0.6%
 
-0.03289475714 1 0.6%
 
-1.056716914 1 0.6%
 
0.06887395857 1 0.6%
 
-0.3704476429 1 0.6%
 
-1.000984843 1 0.6%
 
-0.7778566643 1 0.6%
 
2.157667657 1 0.6%
 
Other values (155) 155 93.4%
 
ValueCountFrequency (%) 
-4.0220789 1 0.6%
 
-3.546766714 1 0.6%
 
-3.527828414 1 0.6%
 
-3.130645807 1 0.6%
 
-2.782100057 1 0.6%
 
ValueCountFrequency (%) 
5.186252852 1 0.6%
 
5.131514278 1 0.6%
 
4.086246271 1 0.6%
 
3.555025214 1 0.6%
 
3.375835779 1 0.6%
 

5
Real number (ℝ)

HIGH CORRELATION
Distinct count165
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.10959983827662342
Minimum-3.6988698785714287
Maximum5.289793414285713
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.698869879
5-th percentile-2.051702284
Q1-0.9611087857
median0.04716902857
Q31.063830628
95-th percentile2.679009989
Maximum5.289793414
Range8.988663293
Interquartile range (IQR)2.024939414

Descriptive statistics

Standard deviation1.544443415
Coefficient of variation (CV)14.09165779
Kurtosis0.8132670293
Mean0.1095998383
Median Absolute Deviation (MAD)1.191644397
Skewness0.362961056
Sum18.08397332
Variance2.385305461
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.6636225143 1 0.6%
 
-1.687360821 1 0.6%
 
1.797210426 1 0.6%
 
-0.08102823643 1 0.6%
 
0.08819583571 1 0.6%
 
-1.649383236 1 0.6%
 
3.8103855 1 0.6%
 
0.3489760571 1 0.6%
 
0.4670699207 1 0.6%
 
-2.13098148 1 0.6%
 
Other values (155) 155 93.4%
 
ValueCountFrequency (%) 
-3.698869879 1 0.6%
 
-3.634721221 1 0.6%
 
-3.511338693 1 0.6%
 
-3.035375847 1 0.6%
 
-2.814272336 1 0.6%
 
ValueCountFrequency (%) 
5.289793414 1 0.6%
 
4.915589009 1 0.6%
 
4.324550936 1 0.6%
 
3.8103855 1 0.6%
 
3.156158521 1 0.6%
 

6
Real number (ℝ)

HIGH CORRELATION
Distinct count165
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.0638389591995671
Minimum-3.42857905
Maximum4.8907970785714285
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.42857905
5-th percentile-2.69642678
Q1-0.8765770429
median-0.01336719286
Q31.031966464
95-th percentile2.43014343
Maximum4.890797079
Range8.319376129
Interquartile range (IQR)1.908543507

Descriptive statistics

Standard deviation1.517648516
Coefficient of variation (CV)23.77307737
Kurtosis0.1874882289
Mean0.0638389592
Median Absolute Deviation (MAD)1.1967596
Skewness0.1442040825
Sum10.53342827
Variance2.303257018
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3.840931257 1 0.6%
 
-0.4760495143 1 0.6%
 
-3.42857905 1 0.6%
 
-0.8026531643 1 0.6%
 
1.306924358 1 0.6%
 
-0.07582869 1 0.6%
 
-0.3174750579 1 0.6%
 
-2.909530007 1 0.6%
 
-1.263870607 1 0.6%
 
-0.0004139785714 1 0.6%
 
Other values (155) 155 93.4%
 
ValueCountFrequency (%) 
-3.42857905 1 0.6%
 
-3.269491071 1 0.6%
 
-3.0281526 1 0.6%
 
-2.909530007 1 0.6%
 
-2.877559143 1 0.6%
 
ValueCountFrequency (%) 
4.890797079 1 0.6%
 
3.840931257 1 0.6%
 
3.771563186 1 0.6%
 
3.210055785 1 0.6%
 
3.091998479 1 0.6%
 

7
Real number (ℝ)

HIGH CORRELATION
Distinct count165
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean-0.029479798748181817
Minimum-4.409183071428571
Maximum4.651103777857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.409183071
5-th percentile-3.0035741
Q1-0.7775911857
median-0.01368869286
Q30.7523787286
95-th percentile2.506967267
Maximum4.651103778
Range9.060286849
Interquartile range (IQR)1.529969914

Descriptive statistics

Standard deviation1.589057051
Coefficient of variation (CV)-53.90325303
Kurtosis0.501654483
Mean-0.02947979875
Median Absolute Deviation (MAD)1.18651079
Skewness0.008326675865
Sum-4.864166793
Variance2.525102312
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.644400186 1 0.6%
 
-0.3072105286 1 0.6%
 
-0.3292836714 1 0.6%
 
-0.7439954214 1 0.6%
 
0.5112634286 1 0.6%
 
-0.4244862671 1 0.6%
 
0.6922468143 1 0.6%
 
0.3381536 1 0.6%
 
0.2171481257 1 0.6%
 
-2.03032 1 0.6%
 
Other values (155) 155 93.4%
 
ValueCountFrequency (%) 
-4.409183071 1 0.6%
 
-3.513060221 1 0.6%
 
-3.503268086 1 0.6%
 
-3.477225686 1 0.6%
 
-3.421728693 1 0.6%
 
ValueCountFrequency (%) 
4.651103778 1 0.6%
 
4.143471671 1 0.6%
 
3.59570615 1 0.6%
 
3.367817814 1 0.6%
 
3.254061998 1 0.6%
 

8
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count164
Unique (%)100.0%
Missing2
Missing (%)1.2%
Infinite0
Infinite (%)0.0%
Mean0.07010822202177702
Minimum-3.695689035714286
Maximum4.987394421428571
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.695689036
5-th percentile-2.327991719
Q1-0.8376263773
median-0.03787445536
Q30.8456863286
95-th percentile2.616170645
Maximum4.987394421
Range8.683083457
Interquartile range (IQR)1.683312706

Descriptive statistics

Standard deviation1.500763538
Coefficient of variation (CV)21.40638422
Kurtosis0.3863034338
Mean0.07010822202
Median Absolute Deviation (MAD)1.152596972
Skewness0.1931566303
Sum11.49774841
Variance2.252291196
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.1830908786 1 0.6%
 
0.3001015 1 0.6%
 
0.6428953214 1 0.6%
 
-1.717024936 1 0.6%
 
-0.3049142529 1 0.6%
 
-1.577539271 1 0.6%
 
0.4496938571 1 0.6%
 
2.546886214 1 0.6%
 
2.526016429 1 0.6%
 
2.025931057 1 0.6%
 
Other values (154) 154 92.8%
 
(Missing) 2 1.2%
 
ValueCountFrequency (%) 
-3.695689036 1 0.6%
 
-3.581184436 1 0.6%
 
-3.459151186 1 0.6%
 
-3.209268029 1 0.6%
 
-3.184337907 1 0.6%
 
ValueCountFrequency (%) 
4.987394421 1 0.6%
 
3.400155993 1 0.6%
 
3.202811921 1 0.6%
 
3.18735135 1 0.6%
 
3.077787293 1 0.6%
 

9
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count160
Unique (%)100.0%
Missing6
Missing (%)3.6%
Infinite0
Infinite (%)0.0%
Mean0.1774319685684375
Minimum-4.213837865
Maximum4.383252407142858
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.213837865
5-th percentile-2.450641163
Q1-0.7510947314
median0.1152480304
Q31.158755795
95-th percentile2.98403898
Maximum4.383252407
Range8.597090272
Interquartile range (IQR)1.909850526

Descriptive statistics

Standard deviation1.561997327
Coefficient of variation (CV)8.803359054
Kurtosis0.2841060281
Mean0.1774319686
Median Absolute Deviation (MAD)1.203152206
Skewness-0.06424174371
Sum28.38911497
Variance2.43983565
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2.519635107 1 0.6%
 
2.841499186 1 0.6%
 
-0.3652021857 1 0.6%
 
-1.19794075 1 0.6%
 
0.6030424214 1 0.6%
 
-0.5492575421 1 0.6%
 
-0.6946310421 1 0.6%
 
0.4519528571 1 0.6%
 
1.351617 1 0.6%
 
1.637302057 1 0.6%
 
Other values (150) 150 90.4%
 
(Missing) 6 3.6%
 
ValueCountFrequency (%) 
-4.213837865 1 0.6%
 
-3.663506064 1 0.6%
 
-3.476497271 1 0.6%
 
-3.303318414 1 0.6%
 
-3.276872521 1 0.6%
 
ValueCountFrequency (%) 
4.383252407 1 0.6%
 
3.743460321 1 0.6%
 
3.628695814 1 0.6%
 
3.55939045 1 0.6%
 
3.251199586 1 0.6%
 

10
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count154
Unique (%)100.0%
Missing12
Missing (%)7.2%
Infinite0
Infinite (%)0.0%
Mean0.1738449863872913
Minimum-3.8386295714285716
Maximum4.5237573214285725
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.838629571
5-th percentile-2.376767117
Q1-0.8928451475
median0.02302404643
Q31.153020648
95-th percentile3.0411386
Maximum4.523757321
Range8.362386893
Interquartile range (IQR)2.045865796

Descriptive statistics

Standard deviation1.647733161
Coefficient of variation (CV)9.478174753
Kurtosis-0.1739629318
Mean0.1738449864
Median Absolute Deviation (MAD)1.317880354
Skewness0.1622941958
Sum26.7721279
Variance2.71502457
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.452484646 1 0.6%
 
-0.9948100071 1 0.6%
 
2.111093276 1 0.6%
 
3.122798843 1 0.6%
 
0.3968065679 1 0.6%
 
0.2966619429 1 0.6%
 
-0.7507520571 1 0.6%
 
-0.05717128279 1 0.6%
 
0.36428403 1 0.6%
 
-0.5410780714 1 0.6%
 
Other values (144) 144 86.7%
 
(Missing) 12 7.2%
 
ValueCountFrequency (%) 
-3.838629571 1 0.6%
 
-3.294825 1 0.6%
 
-3.1191533 1 0.6%
 
-3.021675521 1 0.6%
 
-2.797401893 1 0.6%
 
ValueCountFrequency (%) 
4.523757321 1 0.6%
 
4.031606057 1 0.6%
 
4.023609321 1 0.6%
 
3.627192214 1 0.6%
 
3.611479164 1 0.6%
 

11
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count149
Unique (%)100.0%
Missing17
Missing (%)10.2%
Infinite0
Infinite (%)0.0%
Mean0.0865459197944871
Minimum-4.425853214285715
Maximum5.253364642857144
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.425853214
5-th percentile-2.635242874
Q1-0.9181129786
median0.1147322571
Q31.076863079
95-th percentile2.839508926
Maximum5.253364643
Range9.679217857
Interquartile range (IQR)1.994976057

Descriptive statistics

Standard deviation1.682459627
Coefficient of variation (CV)19.44008026
Kurtosis0.542713863
Mean0.08654591979
Median Absolute Deviation (MAD)1.300416696
Skewness0.02689863835
Sum12.89534205
Variance2.830670396
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.4677984071 1 0.6%
 
-0.1439588071 1 0.6%
 
-2.367043521 1 0.6%
 
-3.058485571 1 0.6%
 
0.6418678786 1 0.6%
 
0.05517200714 1 0.6%
 
0.8353295214 1 0.6%
 
-2.225999429 1 0.6%
 
3.103559921 1 0.6%
 
-1.4414478 1 0.6%
 
Other values (139) 139 83.7%
 
(Missing) 17 10.2%
 
ValueCountFrequency (%) 
-4.425853214 1 0.6%
 
-4.312477786 1 0.6%
 
-3.905650636 1 0.6%
 
-3.372954244 1 0.6%
 
-3.058485571 1 0.6%
 
ValueCountFrequency (%) 
5.253364643 1 0.6%
 
4.972235024 1 0.6%
 
3.67211705 1 0.6%
 
3.291884079 1 0.6%
 
3.103559921 1 0.6%
 

12
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count133
Unique (%)100.0%
Missing33
Missing (%)19.9%
Infinite0
Infinite (%)0.0%
Mean-0.0833696814108485
Minimum-5.088057500000001
Maximum4.74892515
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-5.0880575
5-th percentile-2.893351815
Q1-1.062280979
median-0.013068
Q30.7529297143
95-th percentile3.005594491
Maximum4.74892515
Range9.83698265
Interquartile range (IQR)1.815210693

Descriptive statistics

Standard deviation1.768891562
Coefficient of variation (CV)-21.21744418
Kurtosis0.5242535279
Mean-0.08336968141
Median Absolute Deviation (MAD)1.322916356
Skewness0.08636089985
Sum-11.08816763
Variance3.128977358
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-3.326030214 1 0.6%
 
0.4678287757 1 0.6%
 
-1.026563947 1 0.6%
 
-1.172603271 1 0.6%
 
-1.40392435 1 0.6%
 
0.4141579714 1 0.6%
 
0.1233208429 1 0.6%
 
-2.996351214 1 0.6%
 
0.6540909786 1 0.6%
 
0.06389817143 1 0.6%
 
Other values (123) 123 74.1%
 
(Missing) 33 19.9%
 
ValueCountFrequency (%) 
-5.0880575 1 0.6%
 
-4.035769857 1 0.6%
 
-3.964554107 1 0.6%
 
-3.939751921 1 0.6%
 
-3.326030214 1 0.6%
 
ValueCountFrequency (%) 
4.74892515 1 0.6%
 
4.703126971 1 0.6%
 
3.785165971 1 0.6%
 
3.738968 1 0.6%
 
3.270743814 1 0.6%
 

13
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count123
Unique (%)100.0%
Missing43
Missing (%)25.9%
Infinite0
Infinite (%)0.0%
Mean-0.13385779877322876
Minimum-4.973368571428572
Maximum4.191150028571429
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.973368571
5-th percentile-2.367611351
Q1-1.286369879
median-0.2160822643
Q30.8586211007
95-th percentile2.695873864
Maximum4.191150029
Range9.1645186
Interquartile range (IQR)2.144990979

Descriptive statistics

Standard deviation1.575180255
Coefficient of variation (CV)-11.7675643
Kurtosis0.5210344532
Mean-0.1338577988
Median Absolute Deviation (MAD)1.225737273
Skewness0.1345387052
Sum-16.46450925
Variance2.481192834
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.055972786 1 0.6%
 
-1.626519464 1 0.6%
 
0.6567581214 1 0.6%
 
1.430520257 1 0.6%
 
-1.726069086 1 0.6%
 
0.3988094893 1 0.6%
 
-0.4114881214 1 0.6%
 
-1.174981696 1 0.6%
 
-1.670877746 1 0.6%
 
1.251543164 1 0.6%
 
Other values (113) 113 68.1%
 
(Missing) 43 25.9%
 
ValueCountFrequency (%) 
-4.973368571 1 0.6%
 
-3.690639064 1 0.6%
 
-3.364386709 1 0.6%
 
-3.134603457 1 0.6%
 
-2.573709464 1 0.6%
 
ValueCountFrequency (%) 
4.191150029 1 0.6%
 
4.1315268 1 0.6%
 
3.263938383 1 0.6%
 
3.075545864 1 0.6%
 
3.052641736 1 0.6%
 

14
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count116
Unique (%)100.0%
Missing50
Missing (%)30.1%
Infinite0
Infinite (%)0.0%
Mean-0.18619653155418722
Minimum-5.380393961428572
Maximum5.705088171428572
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-5.380393961
5-th percentile-2.542133077
Q1-1.125703982
median-0.2315792429
Q30.7746685946
95-th percentile2.023423068
Maximum5.705088171
Range11.08548213
Interquartile range (IQR)1.900372577

Descriptive statistics

Standard deviation1.566535923
Coefficient of variation (CV)-8.413346423
Kurtosis1.741858053
Mean-0.1861965316
Median Absolute Deviation (MAD)1.196468159
Skewness0.164065606
Sum-21.59879766
Variance2.454034797
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.169137221 1 0.6%
 
-1.559197193 1 0.6%
 
1.9347959 1 0.6%
 
-1.757235357 1 0.6%
 
0.7997518786 1 0.6%
 
-0.9199905807 1 0.6%
 
0.7663075 1 0.6%
 
-2.134215902 1 0.6%
 
-2.68602945 1 0.6%
 
-2.439260743 1 0.6%
 
Other values (106) 106 63.9%
 
(Missing) 50 30.1%
 
ValueCountFrequency (%) 
-5.380393961 1 0.6%
 
-3.447271429 1 0.6%
 
-3.370371857 1 0.6%
 
-3.324860579 1 0.6%
 
-2.68602945 1 0.6%
 
ValueCountFrequency (%) 
5.705088171 1 0.6%
 
3.848154131 1 0.6%
 
2.716376146 1 0.6%
 
2.708410664 1 0.6%
 
2.620946943 1 0.6%
 

15
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count103
Unique (%)100.0%
Missing63
Missing (%)38.0%
Infinite0
Infinite (%)0.0%
Mean-0.16248444390568662
Minimum-4.585154214285716
Maximum4.902820035714286
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.585154214
5-th percentile-2.866557344
Q1-1.273917958
median-0.1050365
Q30.7128852464
95-th percentile2.64850805
Maximum4.902820036
Range9.48797425
Interquartile range (IQR)1.986803205

Descriptive statistics

Standard deviation1.760047804
Coefficient of variation (CV)-10.83210036
Kurtosis0.247261141
Mean-0.1624844439
Median Absolute Deviation (MAD)1.377936735
Skewness0.05860207671
Sum-16.73589772
Variance3.097768272
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
4.902820036 1 0.6%
 
-0.9424131429 1 0.6%
 
0.6833894286 1 0.6%
 
0.7245762786 1 0.6%
 
0.4857574643 1 0.6%
 
-2.002615143 1 0.6%
 
2.467874029 1 0.6%
 
1.823376607 1 0.6%
 
-0.7533344286 1 0.6%
 
0.2868239071 1 0.6%
 
Other values (93) 93 56.0%
 
(Missing) 63 38.0%
 
ValueCountFrequency (%) 
-4.585154214 1 0.6%
 
-4.260299457 1 0.6%
 
-4.198419494 1 0.6%
 
-3.368195843 1 0.6%
 
-3.339860643 1 0.6%
 
ValueCountFrequency (%) 
4.902820036 1 0.6%
 
3.794738036 1 0.6%
 
3.246958421 1 0.6%
 
2.773921071 1 0.6%
 
2.746289457 1 0.6%
 

16
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count94
Unique (%)100.0%
Missing72
Missing (%)43.4%
Infinite0
Infinite (%)0.0%
Mean-0.24796376249924015
Minimum-5.622676
Maximum3.917759985714285
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-5.622676
5-th percentile-3.431460746
Q1-1.300011682
median-0.2878325721
Q31.053253714
95-th percentile2.807832596
Maximum3.917759986
Range9.540435986
Interquartile range (IQR)2.353265396

Descriptive statistics

Standard deviation1.939078578
Coefficient of variation (CV)-7.820007884
Kurtosis0.2758643748
Mean-0.2479637625
Median Absolute Deviation (MAD)1.492482065
Skewness-0.271162127
Sum-23.30859367
Variance3.76002573
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.250289121 1 0.6%
 
0.8683839286 1 0.6%
 
0.1082752643 1 0.6%
 
-0.5862574214 1 0.6%
 
3.771401436 1 0.6%
 
2.489469343 1 0.6%
 
3.218391786 1 0.6%
 
0.1623618857 1 0.6%
 
-3.477625371 1 0.6%
 
-3.02563025 1 0.6%
 
Other values (84) 84 50.6%
 
(Missing) 72 43.4%
 
ValueCountFrequency (%) 
-5.622676 1 0.6%
 
-5.474350907 1 0.6%
 
-4.194008364 1 0.6%
 
-3.918201693 1 0.6%
 
-3.477625371 1 0.6%
 
ValueCountFrequency (%) 
3.917759986 1 0.6%
 
3.771401436 1 0.6%
 
3.64506045 1 0.6%
 
3.218391786 1 0.6%
 
3.028981718 1 0.6%
 

17
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count87
Unique (%)100.0%
Missing79
Missing (%)47.6%
Infinite0
Infinite (%)0.0%
Mean-0.38654152143555015
Minimum-5.514573428571429
Maximum3.9256846857142866
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-5.514573429
5-th percentile-4.013234521
Q1-1.357791825
median-0.402881435
Q30.4399301036
95-th percentile3.023131836
Maximum3.925684686
Range9.440258114
Interquartile range (IQR)1.797721929

Descriptive statistics

Standard deviation1.912107279
Coefficient of variation (CV)-4.946706041
Kurtosis0.6252113098
Mean-0.3865415214
Median Absolute Deviation (MAD)1.387530042
Skewness-0.06907260392
Sum-33.62911236
Variance3.656154247
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.2920170071 1 0.6%
 
-0.5237450264 1 0.6%
 
-0.1238510071 1 0.6%
 
-1.072324664 1 0.6%
 
2.14835085 1 0.6%
 
3.699226571 1 0.6%
 
-0.6460834786 1 0.6%
 
-0.402881435 1 0.6%
 
-0.5520260357 1 0.6%
 
-2.696715584 1 0.6%
 
Other values (77) 77 46.4%
 
(Missing) 79 47.6%
 
ValueCountFrequency (%) 
-5.514573429 1 0.6%
 
-5.136870407 1 0.6%
 
-4.152818294 1 0.6%
 
-4.075959143 1 0.6%
 
-4.025021393 1 0.6%
 
ValueCountFrequency (%) 
3.925684686 1 0.6%
 
3.87932525 1 0.6%
 
3.79788635 1 0.6%
 
3.699226571 1 0.6%
 
3.091156643 1 0.6%
 

18
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count78
Unique (%)100.0%
Missing88
Missing (%)53.0%
Infinite0
Infinite (%)0.0%
Mean-0.5147408726144688
Minimum-6.759800557142858
Maximum3.460817228571429
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-6.759800557
5-th percentile-3.726430085
Q1-1.524760977
median-0.4943373929
Q30.6181842232
95-th percentile2.796251832
Maximum3.460817229
Range10.22061779
Interquartile range (IQR)2.1429452

Descriptive statistics

Standard deviation1.901287433
Coefficient of variation (CV)-3.693678769
Kurtosis0.7854961524
Mean-0.5147408726
Median Absolute Deviation (MAD)1.3948976
Skewness-0.3789770901
Sum-40.14978806
Variance3.614893902
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.1941113243 1 0.6%
 
-0.4016724643 1 0.6%
 
-1.863700255 1 0.6%
 
2.065651921 1 0.6%
 
2.503749129 1 0.6%
 
1.079736114 1 0.6%
 
1.343111195 1 0.6%
 
-0.46462125 1 0.6%
 
-3.245293393 1 0.6%
 
0.01696095357 1 0.6%
 
Other values (68) 68 41.0%
 
(Missing) 88 53.0%
 
ValueCountFrequency (%) 
-6.759800557 1 0.6%
 
-4.297391929 1 0.6%
 
-4.255984436 1 0.6%
 
-3.8345179 1 0.6%
 
-3.707355764 1 0.6%
 
ValueCountFrequency (%) 
3.460817229 1 0.6%
 
3.4056136 1 0.6%
 
2.823948121 1 0.6%
 
2.819009429 1 0.6%
 
2.792235786 1 0.6%
 

19
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count66
Unique (%)100.0%
Missing100
Missing (%)60.2%
Infinite0
Infinite (%)0.0%
Mean-0.5067552088996287
Minimum-4.788226714285714
Maximum3.7808230278571435
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.788226714
5-th percentile-2.766254446
Q1-1.483378086
median-0.4030189571
Q30.4681618452
95-th percentile2.03224435
Maximum3.780823028
Range8.569049742
Interquartile range (IQR)1.951539931

Descriptive statistics

Standard deviation1.610339716
Coefficient of variation (CV)-3.177746746
Kurtosis0.8293010665
Mean-0.5067552089
Median Absolute Deviation (MAD)1.227505885
Skewness-0.2109419765
Sum-33.44584379
Variance2.593194001
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.3368476593 1 0.6%
 
-0.1334605714 1 0.6%
 
-0.3859189571 1 0.6%
 
0.4388610214 1 0.6%
 
-0.1453213429 1 0.6%
 
1.114689164 1 0.6%
 
-0.7441405907 1 0.6%
 
-0.8810935714 1 0.6%
 
0.6490497071 1 0.6%
 
-1.666965029 1 0.6%
 
Other values (56) 56 33.7%
 
(Missing) 100 60.2%
 
ValueCountFrequency (%) 
-4.788226714 1 0.6%
 
-4.681065657 1 0.6%
 
-4.129296386 1 0.6%
 
-2.774026357 1 0.6%
 
-2.742938714 1 0.6%
 
ValueCountFrequency (%) 
3.780823028 1 0.6%
 
2.745922279 1 0.6%
 
2.274773308 1 0.6%
 
2.203091357 1 0.6%
 
1.519703329 1 0.6%
 

20
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count52
Unique (%)100.0%
Missing114
Missing (%)68.7%
Infinite0
Infinite (%)0.0%
Mean-0.2207798583791208
Minimum-3.0567267499999997
Maximum5.694084192857142
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.05672675
5-th percentile-2.588244157
Q1-1.255685146
median-0.3491601393
Q30.8220558732
95-th percentile1.883131032
Maximum5.694084193
Range8.750810943
Interquartile range (IQR)2.07774102

Descriptive statistics

Standard deviation1.624955702
Coefficient of variation (CV)-7.360072219
Kurtosis2.201013253
Mean-0.2207798584
Median Absolute Deviation (MAD)1.232450392
Skewness0.8565107018
Sum-11.48055264
Variance2.640481034
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.22362225 1 0.6%
 
0.7954930214 1 0.6%
 
-0.1409180586 1 0.6%
 
-1.784786914 1 0.6%
 
-0.3289167786 1 0.6%
 
1.026344721 1 0.6%
 
-2.712117357 1 0.6%
 
-1.810976971 1 0.6%
 
3.175010557 1 0.6%
 
-0.4676110514 1 0.6%
 
Other values (42) 42 25.3%
 
(Missing) 114 68.7%
 
ValueCountFrequency (%) 
-3.05672675 1 0.6%
 
-2.740693457 1 0.6%
 
-2.712117357 1 0.6%
 
-2.486893357 1 0.6%
 
-2.366976329 1 0.6%
 
ValueCountFrequency (%) 
5.694084193 1 0.6%
 
3.175010557 1 0.6%
 
1.959347164 1 0.6%
 
1.820772379 1 0.6%
 
1.6617583 1 0.6%
 

21
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count51
Unique (%)100.0%
Missing115
Missing (%)69.3%
Infinite0
Infinite (%)0.0%
Mean0.023402217801120416
Minimum-3.6233079285714287
Maximum6.4632019285714275
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.623307929
5-th percentile-2.205028951
Q1-0.9830822393
median-0.3334389437
Q30.9535465971
95-th percentile2.276274211
Maximum6.463201929
Range10.08650986
Interquartile range (IQR)1.936628836

Descriptive statistics

Standard deviation1.821058781
Coefficient of variation (CV)77.81564962
Kurtosis2.998447622
Mean0.0234022178
Median Absolute Deviation (MAD)1.314928188
Skewness1.150688386
Sum1.193513108
Variance3.316255083
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.445512399 1 0.6%
 
1.677358693 1 0.6%
 
-1.02971035 1 0.6%
 
5.266073386 1 0.6%
 
2.517998707 1 0.6%
 
0.9052975143 1 0.6%
 
-1.995406052 1 0.6%
 
-3.623307929 1 0.6%
 
-0.05156485714 1 0.6%
 
-1.5599824 1 0.6%
 
Other values (41) 41 24.7%
 
(Missing) 115 69.3%
 
ValueCountFrequency (%) 
-3.623307929 1 0.6%
 
-3.312283714 1 0.6%
 
-2.41465185 1 0.6%
 
-1.995406052 1 0.6%
 
-1.875011757 1 0.6%
 
ValueCountFrequency (%) 
6.463201929 1 0.6%
 
5.266073386 1 0.6%
 
2.517998707 1 0.6%
 
2.034549714 1 0.6%
 
2.02707805 1 0.6%
 

22
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count47
Unique (%)100.0%
Missing119
Missing (%)71.7%
Infinite0
Infinite (%)0.0%
Mean0.060786912735562255
Minimum-4.448544442857144
Maximum5.742838128571428
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.448544443
5-th percentile-2.419898256
Q1-1.028674071
median-0.2082792836
Q31.169663039
95-th percentile2.82306895
Maximum5.742838129
Range10.19138257
Interquartile range (IQR)2.198337111

Descriptive statistics

Standard deviation1.788911057
Coefficient of variation (CV)29.4292139
Kurtosis1.456160889
Mean0.06078691274
Median Absolute Deviation (MAD)1.358550792
Skewness0.4696907158
Sum2.856984899
Variance3.20020277
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.9644498071 1 0.6%
 
0.2448784929 1 0.6%
 
-0.2082792836 1 0.6%
 
1.329348357 1 0.6%
 
-4.448544443 1 0.6%
 
-1.375201807 1 0.6%
 
-0.9347161286 1 0.6%
 
-1.90429965 1 0.6%
 
1.796093664 1 0.6%
 
-0.4134591357 1 0.6%
 
Other values (37) 37 22.3%
 
(Missing) 119 71.7%
 
ValueCountFrequency (%) 
-4.448544443 1 0.6%
 
-2.899163384 1 0.6%
 
-2.450789079 1 0.6%
 
-2.347819671 1 0.6%
 
-1.90429965 1 0.6%
 
ValueCountFrequency (%) 
5.742838129 1 0.6%
 
3.101616117 1 0.6%
 
2.969069996 1 0.6%
 
2.482399843 1 0.6%
 
2.128035579 1 0.6%
 

23
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count42
Unique (%)100.0%
Missing124
Missing (%)74.7%
Infinite0
Infinite (%)0.0%
Mean0.3629412624982993
Minimum-3.530477435714286
Maximum5.177833528571429
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.530477436
5-th percentile-2.902242826
Q1-0.7886409268
median0.6368637464
Q31.449333748
95-th percentile2.950401659
Maximum5.177833529
Range8.708310964
Interquartile range (IQR)2.237974675

Descriptive statistics

Standard deviation1.871548099
Coefficient of variation (CV)5.156614285
Kurtosis0.3218457026
Mean0.3629412625
Median Absolute Deviation (MAD)1.397327712
Skewness-0.1675570787
Sum15.24353302
Variance3.502692287
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2.964399043 1 0.6%
 
0.7483789714 1 0.6%
 
0.3471330714 1 0.6%
 
-2.76926585 1 0.6%
 
0.9581165214 1 0.6%
 
1.005219448 1 0.6%
 
-0.9878024 1 0.6%
 
0.02416121143 1 0.6%
 
1.705900834 1 0.6%
 
0.8125456214 1 0.6%
 
Other values (32) 32 19.3%
 
(Missing) 124 74.7%
 
ValueCountFrequency (%) 
-3.530477436 1 0.6%
 
-3.460156293 1 0.6%
 
-2.909241614 1 0.6%
 
-2.76926585 1 0.6%
 
-2.6055134 1 0.6%
 
ValueCountFrequency (%) 
5.177833529 1 0.6%
 
3.144434229 1 0.6%
 
2.964399043 1 0.6%
 
2.684451371 1 0.6%
 
2.636134821 1 0.6%
 

24
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count34
Unique (%)100.0%
Missing132
Missing (%)79.5%
Infinite0
Infinite (%)0.0%
Mean0.5198008572058823
Minimum-2.9066647714285714
Maximum4.53034685
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.906664771
5-th percentile-2.338143839
Q1-0.523938
median0.1081344679
Q31.295028012
95-th percentile4.18433007
Maximum4.53034685
Range7.437011621
Interquartile range (IQR)1.818966013

Descriptive statistics

Standard deviation2.013335072
Coefficient of variation (CV)3.873281555
Kurtosis-0.3966539778
Mean0.5198008572
Median Absolute Deviation (MAD)1.548432614
Skewness0.4670247273
Sum17.67322914
Variance4.053518114
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.003877264286 1 0.6%
 
-0.74511695 1 0.6%
 
-1.452673171 1 0.6%
 
2.007202279 1 0.6%
 
1.389547779 1 0.6%
 
0.6943602857 1 0.6%
 
3.229994 1 0.6%
 
-0.03876622143 1 0.6%
 
2.962528 1 0.6%
 
4.252904857 1 0.6%
 
Other values (24) 24 14.5%
 
(Missing) 132 79.5%
 
ValueCountFrequency (%) 
-2.906664771 1 0.6%
 
-2.346465529 1 0.6%
 
-2.333662929 1 0.6%
 
-2.055993807 1 0.6%
 
-1.891829271 1 0.6%
 
ValueCountFrequency (%) 
4.53034685 1 0.6%
 
4.252904857 1 0.6%
 
4.147405185 1 0.6%
 
4.1236719 1 0.6%
 
3.229994 1 0.6%
 

25
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count31
Unique (%)100.0%
Missing135
Missing (%)81.3%
Infinite0
Infinite (%)0.0%
Mean0.26368621278571425
Minimum-3.168349692857143
Maximum4.261753142857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.168349693
5-th percentile-2.365717514
Q1-1.284515629
median0.2737615179
Q31.432687364
95-th percentile3.822059831
Maximum4.261753143
Range7.430102836
Interquartile range (IQR)2.717202993

Descriptive statistics

Standard deviation2.000873896
Coefficient of variation (CV)7.588086898
Kurtosis-0.5328774217
Mean0.2636862128
Median Absolute Deviation (MAD)1.574936513
Skewness0.4427035342
Sum8.174272596
Variance4.003496349
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3.721953805 1 0.6%
 
-2.392902507 1 0.6%
 
-0.3089276643 1 0.6%
 
1.653568586 1 0.6%
 
-0.7870236429 1 0.6%
 
0.3559992357 1 0.6%
 
0.6163419 1 0.6%
 
-1.102771464 1 0.6%
 
3.559851493 1 0.6%
 
-1.530184564 1 0.6%
 
Other values (21) 21 12.7%
 
(Missing) 135 81.3%
 
ValueCountFrequency (%) 
-3.168349693 1 0.6%
 
-2.392902507 1 0.6%
 
-2.338532521 1 0.6%
 
-2.334070379 1 0.6%
 
-1.684599783 1 0.6%
 
ValueCountFrequency (%) 
4.261753143 1 0.6%
 
3.922165857 1 0.6%
 
3.721953805 1 0.6%
 
3.559851493 1 0.6%
 
2.664115386 1 0.6%
 

26
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count31
Unique (%)100.0%
Missing135
Missing (%)81.3%
Infinite0
Infinite (%)0.0%
Mean-0.043392884101382576
Minimum-3.6543030714285716
Maximum4.514922621428571
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.654303071
5-th percentile-3.006825744
Q1-1.430529571
median-0.3201322929
Q30.8282269857
95-th percentile3.688716001
Maximum4.514922621
Range8.169225693
Interquartile range (IQR)2.258756557

Descriptive statistics

Standard deviation2.028088055
Coefficient of variation (CV)-46.73780269
Kurtosis-0.03542012502
Mean-0.0433928841
Median Absolute Deviation (MAD)1.588574466
Skewness0.5623295946
Sum-1.345179407
Variance4.11314116
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-3.192338264 1 0.6%
 
0.1642797071 1 0.6%
 
-1.500483764 1 0.6%
 
-1.666830006 1 0.6%
 
-3.654303071 1 0.6%
 
-1.795208571 1 0.6%
 
4.198523736 1 0.6%
 
0.1988727357 1 0.6%
 
-0.1083143 1 0.6%
 
0.7195288086 1 0.6%
 
Other values (21) 21 12.7%
 
(Missing) 135 81.3%
 
ValueCountFrequency (%) 
-3.654303071 1 0.6%
 
-3.192338264 1 0.6%
 
-2.821313224 1 0.6%
 
-1.795208571 1 0.6%
 
-1.666830006 1 0.6%
 
ValueCountFrequency (%) 
4.514922621 1 0.6%
 
4.198523736 1 0.6%
 
3.178908266 1 0.6%
 
2.708664046 1 0.6%
 
2.649888786 1 0.6%
 

27
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count27
Unique (%)100.0%
Missing139
Missing (%)83.7%
Infinite0
Infinite (%)0.0%
Mean-0.31159452530873016
Minimum-3.37321269
Maximum5.57477576137857
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.37321269
5-th percentile-2.216290458
Q1-1.669048575
median-0.7080766786
Q30.3223389282
95-th percentile3.07225166
Maximum5.574775761
Range8.947988451
Interquartile range (IQR)1.991387503

Descriptive statistics

Standard deviation1.94053492
Coefficient of variation (CV)-6.227756789
Kurtosis2.193701745
Mean-0.3115945253
Median Absolute Deviation (MAD)1.405580828
Skewness1.328310645
Sum-8.413052183
Variance3.765675777
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.3487987071 1 0.6%
 
2.9989117 1 0.6%
 
-1.345427514 1 0.6%
 
-0.2364280643 1 0.6%
 
-1.286868971 1 0.6%
 
-1.611379822 1 0.6%
 
-0.7080766786 1 0.6%
 
-0.7267715857 1 0.6%
 
1.936468007 1 0.6%
 
-1.862613364 1 0.6%
 
Other values (17) 17 10.2%
 
(Missing) 139 83.7%
 
ValueCountFrequency (%) 
-3.37321269 1 0.6%
 
-2.264247784 1 0.6%
 
-2.104390029 1 0.6%
 
-2.006240636 1 0.6%
 
-1.862613364 1 0.6%
 
ValueCountFrequency (%) 
5.574775761 1 0.6%
 
3.103683071 1 0.6%
 
2.9989117 1 0.6%
 
1.936468007 1 0.6%
 
1.176783477 1 0.6%
 

28
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count23
Unique (%)100.0%
Missing143
Missing (%)86.1%
Infinite0
Infinite (%)0.0%
Mean-0.12412129350621119
Minimum-3.2292681785714286
Maximum5.713232285714286
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.229268179
5-th percentile-2.851296067
Q1-1.450764971
median-0.06754607143
Q30.6779732643
95-th percentile2.958901261
Maximum5.713232286
Range8.942500464
Interquartile range (IQR)2.128738236

Descriptive statistics

Standard deviation2.03833907
Coefficient of variation (CV)-16.42215459
Kurtosis1.876122352
Mean-0.1241212935
Median Absolute Deviation (MAD)1.466941431
Skewness0.9440453095
Sum-2.854789751
Variance4.154826165
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.86232175 1 0.6%
 
-0.06754607143 1 0.6%
 
-0.5080271429 1 0.6%
 
-1.570658686 1 0.6%
 
0.1411327857 1 0.6%
 
0.4936247786 1 0.6%
 
-2.876667123 1 0.6%
 
-1.132210179 1 0.6%
 
-1.78350095 1 0.6%
 
0.05229485714 1 0.6%
 
Other values (13) 13 7.8%
 
(Missing) 143 86.1%
 
ValueCountFrequency (%) 
-3.229268179 1 0.6%
 
-2.876667123 1 0.6%
 
-2.622956564 1 0.6%
 
-2.485127686 1 0.6%
 
-1.78350095 1 0.6%
 
ValueCountFrequency (%) 
5.713232286 1 0.6%
 
3.015745079 1 0.6%
 
2.4473069 1 0.6%
 
0.9270756707 1 0.6%
 
0.8660972221 1 0.6%
 

29
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count20
Unique (%)100.0%
Missing146
Missing (%)88.0%
Infinite0
Infinite (%)0.0%
Mean0.2828279888571429
Minimum-3.8150982357142853
Maximum4.251762071428572
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.815098236
5-th percentile-2.534973887
Q1-1.390708463
median0.6838321454
Q31.425005185
95-th percentile2.810067185
Maximum4.251762071
Range8.066860307
Interquartile range (IQR)2.815713648

Descriptive statistics

Standard deviation1.898555028
Coefficient of variation (CV)6.712755111
Kurtosis0.2496755596
Mean0.2828279889
Median Absolute Deviation (MAD)1.473788964
Skewness-0.1557261739
Sum5.656559777
Variance3.604511194
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.2320059357 1 0.6%
 
1.436073746 1 0.6%
 
-2.467598921 1 0.6%
 
-1.437526907 1 0.6%
 
1.421315664 1 0.6%
 
2.26788225 1 0.6%
 
-1.389866982 1 0.6%
 
2.734188507 1 0.6%
 
4.251762071 1 0.6%
 
1.6697293 1 0.6%
 
Other values (10) 10 6.0%
 
(Missing) 146 88.0%
 
ValueCountFrequency (%) 
-3.815098236 1 0.6%
 
-2.467598921 1 0.6%
 
-1.483615996 1 0.6%
 
-1.437526907 1 0.6%
 
-1.393232907 1 0.6%
 
ValueCountFrequency (%) 
4.251762071 1 0.6%
 
2.734188507 1 0.6%
 
2.26788225 1 0.6%
 
1.6697293 1 0.6%
 
1.436073746 1 0.6%
 

30
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count17
Unique (%)100.0%
Missing149
Missing (%)89.8%
Infinite0
Infinite (%)0.0%
Mean0.3153636287815128
Minimum-4.003011471428571
Maximum2.759857
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.003011471
5-th percentile-1.499765697
Q1-0.4524631286
median0.5256608571
Q31.237869679
95-th percentile2.431265057
Maximum2.759857
Range6.762868471
Interquartile range (IQR)1.690332807

Descriptive statistics

Standard deviation1.556137359
Coefficient of variation (CV)4.934422417
Kurtosis2.736071256
Mean0.3153636288
Median Absolute Deviation (MAD)1.151459129
Skewness-1.07813532
Sum5.361181689
Variance2.421563481
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2.349117071 1 0.6%
 
-0.01635857857 1 0.6%
 
0.7803164929 1 0.6%
 
-0.8739542536 1 0.6%
 
1.237869679 1 0.6%
 
-4.003011471 1 0.6%
 
-0.009897621429 1 0.6%
 
1.335091479 1 0.6%
 
-0.7306029286 1 0.6%
 
1.660901521 1 0.6%
 
Other values (7) 7 4.2%
 
(Missing) 149 89.8%
 
ValueCountFrequency (%) 
-4.003011471 1 0.6%
 
-0.8739542536 1 0.6%
 
-0.7822613571 1 0.6%
 
-0.7306029286 1 0.6%
 
-0.4524631286 1 0.6%
 
ValueCountFrequency (%) 
2.759857 1 0.6%
 
2.349117071 1 0.6%
 
1.660901521 1 0.6%
 
1.335091479 1 0.6%
 
1.237869679 1 0.6%
 

31
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count13
Unique (%)100.0%
Missing153
Missing (%)92.2%
Infinite0
Infinite (%)0.0%
Mean0.20858662468681316
Minimum-2.9271411155000004
Maximum3.3350257857142855
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.927141116
5-th percentile-2.31586324
Q1-0.7048876864
median0.2824720743
Q31.287791293
95-th percentile2.358124057
Maximum3.335025786
Range6.262166901
Interquartile range (IQR)1.992678979

Descriptive statistics

Standard deviation1.698558193
Coefficient of variation (CV)8.14317886
Kurtosis-0.1535765164
Mean0.2085866247
Median Absolute Deviation (MAD)1.373630754
Skewness-0.1089191695
Sum2.711626121
Variance2.885099934
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.7048876864 1 0.6%
 
-2.927141116 1 0.6%
 
1.499821021 1 0.6%
 
1.212791964 1 0.6%
 
1.287791293 1 0.6%
 
-1.16294745 1 0.6%
 
-0.3702775714 1 0.6%
 
0.2824720743 1 0.6%
 
1.706856237 1 0.6%
 
1.0639479 1 0.6%
 
Other values (3) 3 1.8%
 
(Missing) 153 92.2%
 
ValueCountFrequency (%) 
-2.927141116 1 0.6%
 
-1.908344657 1 0.6%
 
-1.16294745 1 0.6%
 
-0.7048876864 1 0.6%
 
-0.6034816743 1 0.6%
 
ValueCountFrequency (%) 
3.335025786 1 0.6%
 
1.706856237 1 0.6%
 
1.499821021 1 0.6%
 
1.287791293 1 0.6%
 
1.212791964 1 0.6%
 

32
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count9
Unique (%)100.0%
Missing157
Missing (%)94.6%
Infinite0
Infinite (%)0.0%
Mean-0.27007536269841265
Minimum-2.3424173
Maximum1.2904073857142855
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.3424173
5-th percentile-1.993093037
Q1-0.7295098143
median-0.4487956929
Q30.7432843214
95-th percentile1.232144177
Maximum1.290407386
Range3.632824686
Interquartile range (IQR)1.472794136

Descriptive statistics

Standard deviation1.201139735
Coefficient of variation (CV)-4.447424316
Kurtosis-0.5109963834
Mean-0.2700753627
Median Absolute Deviation (MAD)0.927200624
Skewness-0.2843170059
Sum-2.430678264
Variance1.442736663
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.469106643 1 0.6%
 
1.290407386 1 0.6%
 
-2.3424173 1 0.6%
 
0.7432843214 1 0.6%
 
-0.5329501714 1 0.6%
 
-0.7295098143 1 0.6%
 
1.144749364 1 0.6%
 
-0.4487956929 1 0.6%
 
-0.08633971429 1 0.6%
 
(Missing) 157 94.6%
 
ValueCountFrequency (%) 
-2.3424173 1 0.6%
 
-1.469106643 1 0.6%
 
-0.7295098143 1 0.6%
 
-0.5329501714 1 0.6%
 
-0.4487956929 1 0.6%
 
ValueCountFrequency (%) 
1.290407386 1 0.6%
 
1.144749364 1 0.6%
 
0.7432843214 1 0.6%
 
-0.08633971429 1 0.6%
 
-0.4487956929 1 0.6%
 

33
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count8
Unique (%)100.0%
Missing158
Missing (%)95.2%
Infinite0
Infinite (%)0.0%
Mean0.36479508241071434
Minimum-1.8199829785714285
Maximum3.628402807142858
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.819982979
5-th percentile-1.505943354
Q1-0.6548760948
median0.259269625
Q31.025313534
95-th percentile2.732595865
Maximum3.628402807
Range5.448385786
Interquartile range (IQR)1.680189629

Descriptive statistics

Standard deviation1.652833205
Coefficient of variation (CV)4.530853855
Kurtosis1.540556339
Mean0.3647950824
Median Absolute Deviation (MAD)1.213635602
Skewness0.9252479594
Sum2.918360659
Variance2.731857605
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.819982979 1 0.6%
 
0.60559895 1 0.6%
 
-0.0870597 1 0.6%
 
1.010766579 1 0.6%
 
3.628402807 1 0.6%
 
1.0689544 1 0.6%
 
-0.5655924907 1 0.6%
 
-0.9227269071 1 0.6%
 
(Missing) 158 95.2%
 
ValueCountFrequency (%) 
-1.819982979 1 0.6%
 
-0.9227269071 1 0.6%
 
-0.5655924907 1 0.6%
 
-0.0870597 1 0.6%
 
0.60559895 1 0.6%
 
ValueCountFrequency (%) 
3.628402807 1 0.6%
 
1.0689544 1 0.6%
 
1.010766579 1 0.6%
 
0.60559895 1 0.6%
 
-0.0870597 1 0.6%
 

34
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING
UNIFORM
Distinct count4
Unique (%)100.0%
Missing162
Missing (%)97.6%
Memory size1.4 KiB
1.304258136
1
-0.04441062857
1
1.135857629
1
0.8407907857
1
ValueCountFrequency (%) 
1.304258136 1 0.6%
 
-0.04441062857 1 0.6%
 
1.135857629 1 0.6%
 
0.8407907857 1 0.6%
 
(Missing) 162 97.6%
 

Length

Max length20
Mean length3.373493976
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 71.4%
 
Lowercase_Letter 2 14.3%
 
Dash_Punctuation 1 7.1%
 
Other_Punctuation 1 7.1%
 
ValueCountFrequency (%) 
Common 12 85.7%
 
Latin 2 14.3%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

35
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING
UNIFORM
Distinct count3
Unique (%)100.0%
Missing163
Missing (%)98.2%
Memory size1.4 KiB
2.315365893
1
-1.795602
1
0.3561784664
1
ValueCountFrequency (%) 
2.315365893 1 0.6%
 
-1.795602 1 0.6%
 
0.3561784664 1 0.6%
 
(Missing) 163 98.2%
 

Length

Max length19
Mean length3.277108434
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 71.4%
 
Lowercase_Letter 2 14.3%
 
Dash_Punctuation 1 7.1%
 
Other_Punctuation 1 7.1%
 
ValueCountFrequency (%) 
Common 12 85.7%
 
Latin 2 14.3%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

36
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING
UNIFORM
Distinct count3
Unique (%)100.0%
Missing163
Missing (%)98.2%
Memory size1.4 KiB
-0.9742985857
1
-2.1903795
1
2.270095414
1
ValueCountFrequency (%) 
-0.9742985857 1 0.6%
 
-2.1903795 1 0.6%
 
2.270095414 1 0.6%
 
(Missing) 163 98.2%
 

Length

Max length19
Mean length3.222891566
Min length3
ValueCountFrequency (%) 
Decimal_Number 9 69.2%
 
Lowercase_Letter 2 15.4%
 
Dash_Punctuation 1 7.7%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

37
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING
UNIFORM
Distinct count3
Unique (%)100.0%
Missing163
Missing (%)98.2%
Memory size1.4 KiB
-1.744310279
1
0.5575411336
1
1.77605425
1
ValueCountFrequency (%) 
-1.744310279 1 0.6%
 
0.5575411336 1 0.6%
 
1.77605425 1 0.6%
 
(Missing) 163 98.2%
 

Length

Max length19
Mean length3.277108434
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 71.4%
 
Lowercase_Letter 2 14.3%
 
Dash_Punctuation 1 7.1%
 
Other_Punctuation 1 7.1%
 
ValueCountFrequency (%) 
Common 12 85.7%
 
Latin 2 14.3%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

38
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING
UNIFORM
Distinct count3
Unique (%)100.0%
Missing163
Missing (%)98.2%
Memory size1.4 KiB
1.034104671
1
-1.191370357
1
1.699700286
1
ValueCountFrequency (%) 
1.034104671 1 0.6%
 
-1.191370357 1 0.6%
 
1.699700286 1 0.6%
 
(Missing) 163 98.2%
 

Length

Max length19
Mean length3.271084337
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 71.4%
 
Lowercase_Letter 2 14.3%
 
Dash_Punctuation 1 7.1%
 
Other_Punctuation 1 7.1%
 
ValueCountFrequency (%) 
Common 12 85.7%
 
Latin 2 14.3%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

39
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING
UNIFORM
Distinct count3
Unique (%)100.0%
Missing163
Missing (%)98.2%
Memory size1.4 KiB
-0.9643653429
1
2.058840166
1
1.577768543
1
ValueCountFrequency (%) 
-0.9643653429 1 0.6%
 
2.058840166 1 0.6%
 
1.577768543 1 0.6%
 
(Missing) 163 98.2%
 

Length

Max length19
Mean length3.265060241
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 71.4%
 
Lowercase_Letter 2 14.3%
 
Dash_Punctuation 1 7.1%
 
Other_Punctuation 1 7.1%
 
ValueCountFrequency (%) 
Common 12 85.7%
 
Latin 2 14.3%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

40
Categorical

HIGH CORRELATION
MISSING
UNIFORM
Distinct count2
Unique (%)100.0%
Missing164
Missing (%)98.8%
Memory size1.4 KiB
1.511990357
1
-0.92059994
1
ValueCountFrequency (%) 
1.511990357 1 0.6%
 
-0.92059994 1 0.6%
 
(Missing) 164 98.8%
 

Length

Max length19
Mean length3.186746988
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 71.4%
 
Lowercase_Letter 2 14.3%
 
Dash_Punctuation 1 7.1%
 
Other_Punctuation 1 7.1%
 
ValueCountFrequency (%) 
Common 12 85.7%
 
Latin 2 14.3%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

41
Categorical

HIGH CORRELATION
MISSING
UNIFORM
Distinct count2
Unique (%)100.0%
Missing164
Missing (%)98.8%
Memory size1.4 KiB
1.517786814
1
-2.336603256
1
ValueCountFrequency (%) 
1.517786814 1 0.6%
 
-2.336603256 1 0.6%
 
(Missing) 164 98.8%
 

Length

Max length19
Mean length3.186746988
Min length3
ValueCountFrequency (%) 
Decimal_Number 9 69.2%
 
Lowercase_Letter 2 15.4%
 
Dash_Punctuation 1 7.7%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

42
Categorical

HIGH CORRELATION
MISSING
UNIFORM
Distinct count2
Unique (%)100.0%
Missing164
Missing (%)98.8%
Memory size1.4 KiB
1.023065732
1
-1.875845886
1
ValueCountFrequency (%) 
1.023065732 1 0.6%
 
-1.875845886 1 0.6%
 
(Missing) 164 98.8%
 

Length

Max length19
Mean length3.186746988
Min length3
ValueCountFrequency (%) 
Decimal_Number 9 69.2%
 
Lowercase_Letter 2 15.4%
 
Dash_Punctuation 1 7.7%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

43
Categorical

HIGH CORRELATION
MISSING
UNIFORM
Distinct count2
Unique (%)100.0%
Missing164
Missing (%)98.8%
Memory size1.4 KiB
-1.982879664
1
1.149385171
1
ValueCountFrequency (%) 
-1.982879664 1 0.6%
 
1.149385171 1 0.6%
 
(Missing) 164 98.8%
 

Length

Max length19
Mean length3.186746988
Min length3
ValueCountFrequency (%) 
Decimal_Number 9 69.2%
 
Lowercase_Letter 2 15.4%
 
Dash_Punctuation 1 7.7%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

44
Categorical

HIGH CORRELATION
MISSING
UNIFORM
Distinct count2
Unique (%)100.0%
Missing164
Missing (%)98.8%
Memory size1.4 KiB
-1.298306993
1
1.233102614
1
ValueCountFrequency (%) 
-1.298306993 1 0.6%
 
1.233102614 1 0.6%
 
(Missing) 164 98.8%
 

Length

Max length18
Mean length3.180722892
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 71.4%
 
Lowercase_Letter 2 14.3%
 
Dash_Punctuation 1 7.1%
 
Other_Punctuation 1 7.1%
 
ValueCountFrequency (%) 
Common 12 85.7%
 
Latin 2 14.3%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

45
Categorical

HIGH CORRELATION
MISSING
UNIFORM
Distinct count2
Unique (%)100.0%
Missing164
Missing (%)98.8%
Memory size1.4 KiB
1.353905893
1
0.8100560714
1
ValueCountFrequency (%) 
1.353905893 1 0.6%
 
0.8100560714 1 0.6%
 
(Missing) 164 98.8%
 

Length

Max length18
Mean length3.180722892
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

46
Categorical

HIGH CORRELATION
MISSING
UNIFORM
Distinct count2
Unique (%)100.0%
Missing164
Missing (%)98.8%
Memory size1.4 KiB
0.6496779143
1
1.33678735
1
ValueCountFrequency (%) 
0.6496779143 1 0.6%
 
1.33678735 1 0.6%
 
(Missing) 164 98.8%
 

Length

Max length18
Mean length3.180722892
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 76.9%
 
Lowercase_Letter 2 15.4%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

47
Categorical

HIGH CORRELATION
MISSING
UNIFORM
Distinct count2
Unique (%)100.0%
Missing164
Missing (%)98.8%
Memory size1.4 KiB
-1.116407429
1
0.01848501429
1
ValueCountFrequency (%) 
-1.116407429 1 0.6%
 
0.01848501429 1 0.6%
 
(Missing) 164 98.8%
 

Length

Max length19
Mean length3.192771084
Min length3
ValueCountFrequency (%) 
Decimal_Number 9 69.2%
 
Lowercase_Letter 2 15.4%
 
Dash_Punctuation 1 7.7%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

48
Categorical

MISSING
Distinct count1
Unique (%)100.0%
Missing165
Missing (%)99.4%
Memory size1.4 KiB
-2.570856286
1
ValueCountFrequency (%) 
-2.570856286 1 0.6%
 
(Missing) 165 99.4%
 

Length

Max length19
Mean length3.096385542
Min length3
ValueCountFrequency (%) 
Decimal_Number 8 66.7%
 
Lowercase_Letter 2 16.7%
 
Dash_Punctuation 1 8.3%
 
Other_Punctuation 1 8.3%
 
ValueCountFrequency (%) 
Common 10 83.3%
 
Latin 2 16.7%
 
ValueCountFrequency (%) 
ASCII 12 100.0%
 

49
Categorical

MISSING
Distinct count1
Unique (%)100.0%
Missing165
Missing (%)99.4%
Memory size1.4 KiB
-3.126574071
1
ValueCountFrequency (%) 
-3.126574071 1 0.6%
 
(Missing) 165 99.4%
 

Length

Max length18
Mean length3.090361446
Min length3
ValueCountFrequency (%) 
Decimal_Number 9 69.2%
 
Lowercase_Letter 2 15.4%
 
Dash_Punctuation 1 7.7%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Missing values

Sample

First rows

012345678910111213141516171819202122232425262728293031323334353637383940414243444546474849
00.153002-0.616163-0.050760-0.383747-1.4090040.0471690.3958042.0767352.3654881.8413860.5809180.704298-0.397455-0.8025050.206208-0.747486-0.795455-1.341551-0.756866-1.070045NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
11.190242-0.961841-2.990752-2.410140-2.372120-0.5468050.5031211.0118521.7865102.5196352.1110931.9572821.9199221.2515430.2303680.1374520.709760-0.087583-1.171292-4.788227NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
2-0.881501-0.0231730.3234710.9614640.400098-0.355889-0.182403-0.450743-0.4870100.3314040.364284NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
3-2.343522-1.926101-0.007427-0.3298650.8702961.4497170.657408-1.951110-3.209268-1.797112-0.812659-0.859264-1.959664-3.364387-5.380394-1.2452360.6281572.1814833.4608173.7808235.6940846.463202NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
4-0.1816960.392633-0.600454-0.445116-0.4724040.068849-0.422714-0.777591-0.5353570.7849621.6498590.7067950.067232-0.267562-0.9643410.344999-0.443503-0.6460831.741493NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
5-0.368058-0.872493-0.747487-1.248252-1.527001-1.2455880.3758141.1505210.6428951.7181172.3045981.414642-0.738301-0.643911-0.215497NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
60.268243-0.895260-1.750075-1.599298-1.0009850.9703491.6593420.842525-0.869177-1.5719711.5733442.372958NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
75.3677983.9521612.2562411.0328540.6571071.7562703.2100563.5957062.754616-0.694631-2.405841-2.915588-2.564108-2.085132-1.586791-1.027067-1.916689-2.905564-3.707356-2.774026NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
8-0.093693-1.055663-0.3473210.292677-0.469367-1.0811570.0004060.243012-0.5404190.7157452.335783NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
92.8123812.7131771.9335630.246037-1.067242-3.035376-2.860743-2.163606-0.4892000.0297520.8707781.010490NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN

Last rows

012345678910111213141516171819202122232425262728293031323334353637383940414243444546474849
156-0.760934-0.186500-0.426434-0.467898-0.3459800.7377330.9094051.1155701.3347231.0979310.377842-0.0442360.467829-0.411488-0.919991-0.866793-0.192036-1.017076-0.401672NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
157-0.7214310.5191070.0050830.229934-1.124413-0.9250740.5138540.7729771.214063-0.3027480.7619881.318409-0.583999-1.3689670.2804370.6921750.266878-1.112299-0.435990NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1581.5989831.8844250.690257-0.676528-2.2494390.0666761.7993042.3848963.0777872.8414990.494655-1.396187-1.421206-1.9212570.0073780.683389-0.674779-2.466838-2.962991-1.760034NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
159-2.294865-1.139346-0.473940-0.7418960.0630081.9390092.5697482.1444481.9417093.2512004.5237574.9722353.7851660.539042-2.134216-2.614827-3.366042-3.985732-4.297392-4.681066NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1600.8525720.6180780.444327-0.4747830.4093750.659789-0.717643-2.096537-1.6364030.3282110.9952730.617745NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1610.035455-1.389657-2.113525-2.572733-1.594344-1.993447-2.106371-0.527171-0.140679-0.907546-0.435605-0.783376-0.4176300.3285650.397840-0.333949-0.6406010.4324671.7415392.2030910.223622-0.809584-0.9347160.8125462.9625283.9221664.5149233.103683-0.249692-1.483616-0.873954-0.370278NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
162-2.279788-1.2484980.1385430.193899-1.133553-1.605538-1.762511-1.539482-1.026683-1.218815-0.1924301.4750351.8841631.6729681.6146661.6884661.1250872.227890-0.013418NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1631.6492780.322214-1.263347-1.348289-1.342012-1.146032-0.0758291.2832313.0198301.254038-0.884567-1.468522NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
164-1.324825-0.721749-0.6367340.2736980.196236-0.923449-1.080233-0.6257630.3380510.197110-0.699426-0.786194-1.168356-1.626519-0.873458-1.515073-1.891253-1.374033-1.266681-0.730117-0.2927500.4970471.7960943.1444344.1236723.7219542.0715361.176783NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1650.5567021.7327231.8208040.1918190.7093170.5946132.2912913.0736012.1737600.148091-2.603939-1.585583-3.326030-1.2852190.5789661.7205621.627895-0.3447010.107607-0.336848-0.0225861.6773591.9137170.204050-2.055994-2.334070-1.575290-0.436062-0.4461810.011870-0.016359-0.603482-2.342417-1.819983NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN